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Tag: reinforcement-learning
43 items with this tag.
May 22, 2026
AI Hedge Fund Index Underperformance
live-trading
profitability-claim
reinforcement-learning
backtest
equities
May 22, 2026
Bellman Equation
markov-decision-process
reinforcement-learning
May 22, 2026
Differential Sharpe Ratio
reinforcement-learning
evaluation
trading-strategy
May 22, 2026
Dynamic Programming
markov-decision-process
reinforcement-learning
academic-paper
May 22, 2026
Goodhart's Law
overfitting-risk
markov-decision-process
reinforcement-learning
May 22, 2026
Recent Developments 2024-2025
regime-switching
hidden-markov-model
reinforcement-learning
markov-decision-process
backtest
out-of-sample
transaction-costs
overfitting-risk
replication
academic-paper
May 22, 2026
Replication Crisis in Quantitative Finance
replication
backtest
profitability-claim
overfitting-risk
academic-paper
reinforcement-learning
May 22, 2026
Steelman — Best Case for Markov Trading Models
regime-switching
hidden-markov-model
markov-chain
reinforcement-learning
profitability-claim
out-of-sample
transaction-costs
academic-paper
replication
May 22, 2026
Value Iteration
markov-decision-process
reinforcement-learning
May 22, 2026
FinRL Framework and Contests
reinforcement-learning
markov-decision-process
backtest
out-of-sample
replication
equities
crypto
academic-paper
May 22, 2026
Pinnacle Data Corp CLC Database
commodities
forex
equities
backtest
reinforcement-learning
May 22, 2026
Cryptocurrency Market
crypto
reinforcement-learning
regime-switching
hidden-markov-model
overfitting-risk
backtest
transaction-costs
trading-strategy
May 22, 2026
EUR USD Currency Pair
forex
markov-chain
regime-switching
reinforcement-learning
transaction-costs
May 22, 2026
Futures Markets
commodities
forex
equities
reinforcement-learning
markov-decision-process
backtest
out-of-sample
transaction-costs
May 22, 2026
Limit Order Book
market-making
markov-decision-process
reinforcement-learning
equities
backtest
May 22, 2026
Markov Decision Process Trading Model
model
markov
trading-research
markov-decision-process
reinforcement-learning
optimal-execution
backtest
out-of-sample
May 22, 2026
Neural Regime Model
model
hidden-markov-model
regime-switching
reinforcement-learning
backtest
out-of-sample
overfitting-risk
academic-paper
May 22, 2026
Reinforcement Learning Trading Policy
model
markov
trading-research
reinforcement-learning
markov-decision-process
backtest
out-of-sample
transaction-costs
overfitting-risk
academic-paper
May 22, 2026
Abbade and Reali Costa 2026
academic-paper
transaction-costs
reinforcement-learning
markov-decision-process
backtest
May 22, 2026
Risk-Aware Deep Reinforcement Learning for Crypto and Equity Trading Under Transaction Costs
academic-paper
reinforcement-learning
markov-decision-process
crypto
equities
transaction-costs
out-of-sample
backtest
May 22, 2026
Reinforcement Learning for Systematic FX Trading
academic-paper
reinforcement-learning
trading-strategy
forex
out-of-sample
transaction-costs
replication
May 22, 2026
Deep Reinforcement Learning for Cryptocurrency Trading: Practical Approach to Address Backtest Overfitting
academic-paper
reinforcement-learning
markov-decision-process
overfitting-risk
crypto
backtest
out-of-sample
transaction-costs
replication
May 22, 2026
Recent Advances in Reinforcement Learning in Finance
academic-paper
markov-decision-process
reinforcement-learning
trading-research
May 22, 2026
Deep Reinforcement Learning in Non-Markov Market-Making
academic-paper
markov-decision-process
reinforcement-learning
market-making
backtest
out-of-sample
overfitting-risk
May 22, 2026
Deep Reinforcement Learning for Optimal Trading with Partial Information
academic-paper
reinforcement-learning
regime-switching
markov-decision-process
transaction-costs
equities
May 22, 2026
Deep Reinforcement Learning for Trading—A Critical Survey
academic-paper
reinforcement-learning
replication
overfitting-risk
backtest
profitability-claim
May 22, 2026
Performance Functions and Reinforcement Learning for Trading Systems and Portfolios
academic-paper
reinforcement-learning
trading-strategy
out-of-sample
transaction-costs
equities
May 22, 2026
Learning to Trade via Direct Reinforcement
academic-paper
reinforcement-learning
trading-strategy
markov-decision-process
out-of-sample
transaction-costs
equities
forex
May 22, 2026
Reinforcement Learning-Based Cryptocurrency Portfolio Management Using Soft Actor-Critic and Deep Deterministic Policy Gradient Algorithms
academic-paper
reinforcement-learning
markov-decision-process
crypto
backtest
profitability-claim
transaction-costs
May 22, 2026
Revisiting Optimal Execution of Portfolio Transactions: A Dynamic Programming and Reinforcement Learning Approach
academic-paper
markov-decision-process
optimal-execution
reinforcement-learning
transaction-costs
May 22, 2026
Reinforcement Learning for Quantitative Trading
academic-paper
reinforcement-learning
markov-decision-process
trading-strategy
backtest
profitability-claim
May 22, 2026
The 10 Reasons Most Machine Learning Funds Fail
academic-paper
overfitting-risk
backtest
out-of-sample
profitability-claim
reinforcement-learning
replication
2/9/10
May 22, 2026
Deep Reinforcement Learning for Trading
academic-paper
reinforcement-learning
markov-decision-process
backtest
out-of-sample
transaction-costs
commodities
forex
equities
May 22, 2026
Adrian Millea
reinforcement-learning
academic-paper
replication
overfitting-risk
May 22, 2026
John Moody
reinforcement-learning
academic-paper
trading-strategy
May 22, 2026
Matthew Saffell
reinforcement-learning
academic-paper
trading-strategy
May 22, 2026
Richard Bellman
markov-decision-process
reinforcement-learning
May 22, 2026
Reward Design Sensitivity
reinforcement-learning
markov-decision-process
overfitting-risk
backtest
May 22, 2026
Reward Specification Error
markov-decision-process
reinforcement-learning
overfitting-risk
model-risk
May 22, 2026
Sim-to-Real Gap
reinforcement-learning
live-trading
backtest
markov-decision-process
transaction-costs
May 22, 2026
Market Making
market-making
markov-decision-process
reinforcement-learning
transaction-costs
trading-strategy
backtest
out-of-sample
May 22, 2026
Recurrent Reinforcement Learning Trading
reinforcement-learning
trading-strategy
markov-decision-process
out-of-sample
transaction-costs
forex
equities
May 22, 2026
Time Series Momentum
trading-strategy
futures
backtest
reinforcement-learning